Scholar
Niki Martinel
Google Scholar ID: tSbe868AAAAJ
Associate Professor, University of Udine
Machine Learning
Computer Vision
Image Restoration
Generative AI
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Homepage
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Citations & Impact
All-time
Citations
2,278
H-index
23
i10-index
41
Publications
20
Co-authors
21
list available
Contact
GitHub
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LinkedIn
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Publications
2 items
ReMAR-DS: Recalibrated Feature Learning for Metal Artifact Reduction and CT Domain Transformation
2025
Cited
0
Physics Informed Capsule Enhanced Variational AutoEncoder for Underwater Image Enhancement
2025
Cited
0
Resume (English only)
Academic Achievements
- Serving as AC @ CVPR2025;
- Paper Accepted at WACV2025;
- Paper Published at the Transactions on Image Processing;
- Serving as AC @ ECCV2024;
- Paper Accepted at the NTIRE Super Resolution (x4) Challenge (ranked among best performing methods) @ CVPR2024;
- Paper Accepted at WACV2024.
Research Experience
- Associate Professor in Computer Science at the University of Udine;
- Visiting Research Scientist at the Video Computing Group, University of California Riverside, under the guidance of Amit K. Roy-Chowdhury;
- Assistant Professor (under tenure) at the University of Udine.
Education
- Ph.D. in Multimedia Communication, major in Computer Vision, supervised by Christian Micheloni;
- Ph.D. in Information Engineering, major in hierarchical learning architectures, supervised by Gian Luca Foresti;
- Postdoctoral studies at the Department of Mathematics, Computer Science, and Physics at the University of Udine, supervised by Gian Luca Foresti.
Background
Associate Professor in Computer Science at the University of Udine, studying computer vision and machine (deep) learning.
Miscellany
Leading the Machine Learning and Perception research group, aiming to develop intelligent systems for real-world challenges.
Co-authors
21 total
Christian Micheloni
Professor of Computer Science, Department of Mathematics and Computer Science University of Udine
Gian Luca Foresti
Full Professor at Università di Udine
Claudio Piciarelli
Università degli Studi di Udine
Matteo Dunnhofer
Marie Skłodowska-Curie Postdoctoral Fellow, University of Udine, York University
Co-author 5
Co-author 6
Co-author 7
Amit K. Roy-Chowdhury
Professor and UC Presidential Chair, UC Riverside; Fellow IEEE, IAPR
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